Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
Beyond Accuracy: Are Time Series Foundation Models Well-Calibrated?
Coen Adler, Yuxin Chang, Felix Draxler +2
The recent development of foundation models for time series data has generated considerable interest in using such models across a variety of applications. Although foundation mode…
cs.LG2023
Probabilistic Modeling for Sequences of Sets in Continuous-Time
Yuxin Chang, Alex Boyd, Padhraic Smyth
Neural marked temporal point processes have been a valuable addition to the existing toolbox of statistical parametric models for continuous-time event data. These models are usefu…